SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–160 of 822 papers

TitleStatusHype
Improved Training of Wasserstein GANsCode1
Wasserstein GANCode1
Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training—0
DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations—0
How Good Are Synthetic Requirements ? Evaluating LLM-Generated Datasets for AI4RECode0
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation—0
PuckTrick: A Library for Making Synthetic Data More Realistic—0
RoboMonkey: Scaling Test-Time Sampling and Verification for Vision-Language-Action Models—0
Latent Noise Injection for Private and Statistically Aligned Synthetic Data Generation—0
Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation—0
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified